{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ase.io.trajectory import TrajectoryWriter,Trajectory\n",
    "from irff.AtomDance import AtomDance\n",
    "from ase.calculators.singlepoint import SinglePointCalculator\n",
    "from ase.io import read,write\n",
    "from ase import units,Atoms\n",
    "from ase.visualize import view\n",
    "from irff.irff_np import IRFF_NP\n",
    "# from irff.tools import deb_energy\n",
    "import matplotlib.pyplot as plt\n",
    "from irff.deb.deb_bde import deb_energy,deb_gulp_energy,compare_dft_energy,deb_eang\n",
    "import numpy as np\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "images_md = Trajectory('md.traj')\n",
    "e = deb_energy(images_md,atomi=15,atomj=14,show=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "e = deb_eang(images_md,ang=[2,15,14],print_=False,show=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1500x1200 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "images_md = Trajectory('md.traj')\n",
    "e = deb_gulp_energy(images_md,atomi=6,atomj=4,libfile='reaxff_nn',show=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "images_dft = Trajectory('data/c4-0.traj')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-600.403 -604.6902009633646\n",
      "-600.5413 -604.9010719946147\n",
      "-600.6203 -605.0641076769338\n",
      "-600.6497 -605.1818946322832\n",
      "-600.6486 -605.2247743620776\n",
      "-600.5599 -605.3018751933796\n",
      "-600.476 -605.2940838178264\n",
      "-600.3725 -605.2656126247575\n",
      "-600.2539 -605.2255154840432\n",
      "-600.1234 -605.182778344276\n",
      "-599.9832 -605.1447928826266\n",
      "-599.8352 -605.1157711921344\n",
      "-599.7586 -605.1047798022581\n",
      "-599.2739 -605.0618451688995\n",
      "-599.1073 -605.0585251427002\n",
      "-598.9398 -605.0601804754898\n",
      "-598.7725 -605.0386718567263\n",
      "-598.4409 -604.8664013798827\n",
      "-598.2779 -604.6932688824091\n",
      "-598.117 -604.599946947474\n",
      "-597.9585 -604.6106466731619\n",
      "-597.8026 -604.6290741786391\n",
      "-597.7257 -604.6374812300514\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "e = compare_dft_energy(images_dft,show=True,mol='c4')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
